memograph — MCP Server 安装配置（官方 MCP Registry）

{
  "id": "io.github.Indhar01/memograph",
  "type": "mcp-server",
  "version": "0.4.0",
  "displayName": "memograph",
  "description": "Graph-based memory system for LLMs with knowledge graphs and semantic search.",
  "repository": {
    "url": "https://github.com/Indhar01/MemoGraph",
    "source": "github"
  },
  "distribution": {
    "packages": [
      {
        "registryType": "pypi",
        "identifier": "memograph",
        "version": "0.4.0",
        "runtimeHint": "uvx",
        "transport": "stdio",
        "environmentVariables": [
          {
            "name": "MEMOGRAPH_VAULT",
            "description": "Path to your MemoGraph vault directory (created if missing).",
            "isRequired": true
          },
          {
            "name": "MEMOGRAPH_READONLY",
            "description": "Set to 'true' to block destructive MCP tools (delete_memory, update_memory, bulk_create, batch_delete, batch_update). Recommended for shared or untrusted clients."
          },
          {
            "name": "MEMOGRAPH_PROVIDER",
            "description": "Optional LLM provider for query_with_context tool. Only needed if you want AI-generated answers."
          },
          {
            "name": "MEMOGRAPH_MODEL",
            "description": "Optional LLM model name (e.g. 'claude-sonnet-4-6'). Used together with MEMOGRAPH_PROVIDER."
          },
          {
            "name": "ANTHROPIC_API_KEY",
            "description": "API key for Anthropic Claude. Required when MEMOGRAPH_PROVIDER=claude or when using the [anthropic] extra.",
            "isSecret": true
          },
          {
            "name": "OPENAI_API_KEY",
            "description": "API key for OpenAI. Required when using the [openai] extra (embeddings or LLM).",
            "isSecret": true
          },
          {
            "name": "OLLAMA_HOST",
            "description": "Base URL for a local Ollama server (default http://localhost:11434). Only needed when MEMOGRAPH_PROVIDER=ollama or the [ollama] extra is installed."
          }
        ]
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "vscode"
  ],
  "keywords": [],
  "provenance": {
    "origin": "official-mcp-registry",
    "originalId": "io.github.Indhar01/memograph",
    "originalUrl": "https://registry.modelcontextprotocol.io/v0.1/servers/io.github.Indhar01%2Fmemograph/versions/latest",
    "isOfficial": true,
    "status": "active"
  }
}